Data & Retrieval

generative-ai-for-beginners

21 Lessons for Getting Started with Generative AI

dify

Build Agentic workflows and RAG pipelines with rich AI model and tool support on one collaborative workspace.

mem0

Drop-in memory infrastructure for AI agents and apps

JeecgBoot

企业级AI低代码平台，一键生成前后端代码甚至整个系统

ragflow

Retrieval-Augmented Generation (RAG) engine with agent capabilities

llama_index

Document processing platform for AI

Agent-Reach

AI Agent for Automated Web and Social Media Data Extraction

LibreChat

Enhanced ChatGPT Clone with extensive features and integrations for self-hosting

supabase

The Postgres development platform.

LocalAI

Open-source AI engine for running various models on any hardware

milvus

Milvus is a high-performance, cloud-native vector database for scalable vector ANN search

LightRAG

Simple and Fast Retrieval-Augmented Generation

TrendRadar

AI-driven public opinion and trend monitor with multi-platform aggregation, RSS, and smart alerts.

FastGPT

A knowledge-based platform for developing and deploying complex question-answering systems

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

onyx

Open Source AI Platform - AI Chat with advanced features that works with every LLM

PageIndex

Document Index for Vectorless, Reasoning-based RAG

awesome-llm-apps

Over 100 runnable AI Agent and RAG apps to clone, tweak, and deploy.

RAG_Techniques

Showcases advanced Retrieval-Augmented Generation (RAG) techniques with detailed notebook tutorials.

firecrawl

The web data API to search, scrape, and interact at scale.

haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications

datasets

Largest hub of ready-to-use datasets for AI models

screenpipe

AI that records and analyzes everything you do, say, hear locally

book-to-skill

Converts technical book PDFs into Claude Code skills for study and reference

DocsGPT

Private AI platform for agents, assistants and enterprise search.

DeepTutor

Lifelong Personalized Tutoring

generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

worldmonitor

Real-time global intelligence dashboard with AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking

redis

Redis is a preferred cache, data structure server, and document & vector query engine for real-time applications.

quivr

Opiniated RAG for integrating GenAI in your apps

mempalace

The best-benchmarked open-source AI memory system

txtai

All-in-one AI framework for semantic search, LLM orchestration and language model workflows

khoj

Self-hostable AI second brain for personalized research and automation

Scrapling

An adaptive Web Scraping framework

gpt-researcher

An autonomous agent that conducts deep research using LLM providers

weaviate

An open-source vector database for vector search and structured filtering

unstructured

Convert documents to structured data effortlessly

open-design

🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app.

awesome-LLM-resources

Summary of the world's best LLM resources.

local-deep-research

Supports local and cloud LLMs with encrypted search from diverse sources.

Vane

Vane is an AI-powered answering engine.

InsForge

All-in-one open-source backend platform for agentic coding

seatunnel

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

DB-GPT

open-source agentic AI data assistant for the next generation of AI + Data products

PDFMathTranslate

PDF scientific paper translation with preserved formats

tidb

Scalable, cloud-native database with ACID transactions and vector search support.

meetily

Privacy first AI meeting assistant with local processing

WrenAI

GenBI for AI agents, turns natural-language questions into trusted dashboards and SQL

Chat2DB

Cross-platform database client and SQL workspace with AI query generation

dolt

Git for Data

mcp-toolbox

MCP Toolbox for Databases is an open source server enabling database-aware interactions and code generation via AI agents.

codebase-memory-mcp

High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly

all-in-rag

🔍 检索增强生成 (RAG) 技术全栈指南

SurfSense

NotebookLM for Competitive Intelligence Research

paradedb

One Postgres for application data, full-text search, vector retrieval, and aggregations

bisheng

BISHENG is an open LLM devops platform for next generation Enterprise AI applications

Memori

Agent-native memory infrastructure for LLM systems

LEANN

RAG on Everything with LEANN

awesome-nano-banana-pro-prompts

Worlds largest Nano Banana Pro prompt library, over 10000 curated prompts with preview images in 16 languages for AI image generation